Hello Sven,
We'll try to add sparse point cloud export to PDF support. But for now you can use export to OBJ/PLY, for example, and open these point cloud models in MeshLab or any other viewer.
Alternatively, if you have reconstructed models geometry you can export it in PDF and switch view to the vertices only.